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On a class of subadditive duals for the uncapacitated facility location problem

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  • Monabbati, Ehsan
  • Kakhki, Hossein Taghizadeh

Abstract

A family of subadditive functions which contains the optimal solution of subadditive duals for integer programs has been presented by Klabjan (2007). In this paper we present a subadditive dual ascent procedure to find an optimal subadditive dual function based on Klabjan’s generator subadditive function. Then we use the proposed method to solve the so called uncapacitated facility location problem (UFLP). Establishing an explicit formulation for generator subadditive functions in the columns of the coefficient matrix of the UFLP, we derive some variable fixing rules for the problem. Some computational results are also presented.

Suggested Citation

  • Monabbati, Ehsan & Kakhki, Hossein Taghizadeh, 2015. "On a class of subadditive duals for the uncapacitated facility location problem," Applied Mathematics and Computation, Elsevier, vol. 251(C), pages 118-131.
  • Handle: RePEc:eee:apmaco:v:251:y:2015:i:c:p:118-131
    DOI: 10.1016/j.amc.2014.10.072
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    1. Resende, Mauricio G.C. & Werneck, Renato F., 2006. "A hybrid multistart heuristic for the uncapacitated facility location problem," European Journal of Operational Research, Elsevier, vol. 174(1), pages 54-68, October.
    2. M. L. Balinski, 1965. "Integer Programming: Methods, Uses, Computations," Management Science, INFORMS, vol. 12(3), pages 253-313, November.
    3. Donald Erlenkotter, 1978. "A Dual-Based Procedure for Uncapacitated Facility Location," Operations Research, INFORMS, vol. 26(6), pages 992-1009, December.
    4. A. Caprara & J. González, 1996. "A branch-and-cut algorithm for a generalization of the Uncapacitated Facility Location Problem," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 4(1), pages 135-163, June.
    5. Klabjan, Diego, 2007. "Subadditive approaches in integer programming," European Journal of Operational Research, Elsevier, vol. 183(2), pages 525-545, December.
    6. Guignard, Monique, 1988. "A Lagrangean dual ascent algorithm for simple plant location problems," European Journal of Operational Research, Elsevier, vol. 35(2), pages 193-200, May.
    7. Letchford, Adam N. & Miller, Sebastian J., 2014. "An aggressive reduction scheme for the simple plant location problem," European Journal of Operational Research, Elsevier, vol. 234(3), pages 674-682.
    8. Jaroslav Janáček & Ľuboš Buzna, 2008. "An acceleration of Erlenkotter-Körkel’s algorithms for the uncapacitated facility location problem," Annals of Operations Research, Springer, vol. 164(1), pages 97-109, November.
    9. M. A. Efroymson & T. L. Ray, 1966. "A Branch-Bound Algorithm for Plant Location," Operations Research, INFORMS, vol. 14(3), pages 361-368, June.
    10. Krarup, Jakob & Pruzan, Peter Mark, 1983. "The simple plant location problem: Survey and synthesis," European Journal of Operational Research, Elsevier, vol. 12(1), pages 36-57, January.
    11. Vedat Verter, 2011. "Uncapacitated and Capacitated Facility Location Problems," International Series in Operations Research & Management Science, in: H. A. Eiselt & Vladimir Marianov (ed.), Foundations of Location Analysis, chapter 0, pages 25-37, Springer.
    12. Beasley, J. E., 1993. "Lagrangean heuristics for location problems," European Journal of Operational Research, Elsevier, vol. 65(3), pages 383-399, March.
    13. Ralph W. Swain, 1974. "A Parametric Decomposition Approach for the Solution of Uncapacitated Location Problems," Management Science, INFORMS, vol. 21(2), pages 189-198, October.
    14. Pierre Hansen & Jack Brimberg & Dragan Urošević & Nenad Mladenović, 2007. "Primal-Dual Variable Neighborhood Search for the Simple Plant-Location Problem," INFORMS Journal on Computing, INFORMS, vol. 19(4), pages 552-564, November.
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